Radiohead? It surprised me to see so many votes for them. :huh:
Led Zeppelin, by far the best sounding band ever, never released a single, some of the most memorable sounds/tunes ever (Dazed & Confused, Kashmir, Whole Lotta Love etc) and a singer with a voice nearly as uniquely brilliant as Freddy Mercury (Queen would come second BTW).